| 2025 | ICLR | PPT: Patch Order Do Matters In Time Series Pretext Task. | Jaeho Kim, Kwangryeol Park, Sukmin Yun, Seulki Lee |
| 2025 | ICML | GMAIL: Generative Modality Alignment for generated Image Learning. | Shentong Mo, Sukmin Yun |
| 2024 | ICLR | Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs. | Woomin Song, Seunghyuk Oh, Sangwoo Mo, Jaehyung Kim, Sukmin Yun, Jung-Woo Ha, Jinwoo Shin |
| 2023 | CVPR | IFSeg: Image-free Semantic Segmentation via Vision-Language Model. | Sukmin Yun, Seong Hyeon Park, Paul Hongsuck Seo, Jinwoo Shin |
| 2022 | CVPR | Patch-level Representation Learning for Self-supervised Vision Transformers. | Sukmin Yun, Hankook Lee, Jaehyung Kim, Jinwoo Shin |
| 2022 | ECCV | OpenCoS: Contrastive Semi-supervised Learning for Handling Open-Set Unlabeled Data. | Jongjin Park, Sukmin Yun, Jongheon Jeong, Jinwoo Shin |
| 2022 | ICML | TSPipe: Learn from Teacher Faster with Pipelines. | Hwijoon Lim, Yechan Kim, Sukmin Yun, Jinwoo Shin, Dongsu Han |
| 2022 | ICML | Time Is MattEr: Temporal Self-supervision for Video Transformers. | Sukmin Yun, Jaehyung Kim, Dongyoon Han, Hwanjun Song, Jung-Woo Ha, Jinwoo Shin |
| 2020 | CVPR | Regularizing Class-Wise Predictions via Self-Knowledge Distillation. | Sukmin Yun, Jongjin Park, Kimin Lee, Jinwoo Shin |
| 2019 | ICML | Robust Inference via Generative Classifiers for Handling Noisy Labels. | Kimin Lee, Sukmin Yun, Kibok Lee, Honglak Lee, Bo Li, Jinwoo Shin |